The museum was supposed to be a sanctuary. But the grand halls and hushed whispers did nothing to ease David’s distress. He wandered aimlessly, the exhibits blurring before his eyes. A woman, her arm bared, wore a meticulous tattoo of his "Celestial Dance" artwork. He felt a wrenching sensation in his chest.

His hands shook as he reached for a water fountain. The cool water did little to quell the rising heat in his cheeks. He retreated to a secluded bench, the ache in his chest growing with each passing moment. He had given so much of himself to his work, now it was everywhere, on someone else.

He felt utterly, completely alone.

Emotion: heartbroken

Cluster: Sadness / Despair
PC1 (Valence): -2.60 Negative
PC2 (Disposition): -1.10

Role in Research

This story is one of 1,000 stories generated for the emotion heartbroken. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 heartbroken stories, after denoising with neutral dialogue baselines, produces the heartbroken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the heartbroken vector is projected through the unembedding matrix.

Promoted:
😞0.433
S0.385
😔0.359
haunting0.349
😢0.342
Suppressed:
de-0.503
la-0.455
B-0.352
🤓-0.332
!-0.299